Dan

Que Deus nos proteja de todo mal.

[Dan @Dansteam]

@kapicode Asus zephyrus with ryzen 9 7980hs, 32gb ram, 8gb vram. Running omnicoder with 9b q4 k s gguf. 43tks with 128k context

[Dan @Dansteam]

A empresa que descobriu a treta da IA do Rio, acaba de descobrir que o financiamento pra “treinar” um modelo de IA foi embolsado. Nada novo no front

[𝗭𝗲𝗻 𝗠𝗮𝗴𝗻𝗲𝘁𝘀 @ZenMagnets]

Dear my Brazillion new followers, I really don't want to disappoint, but I think you should know that it looks like RIO 397b might've just been an effort to embezzle funds.

Timeline:
1. Model training received funding of R$500K (~$100K USD).
2. Initial model documentation claimed that it was a developed on top of Qwen 3.5 397b with further training and technological improvements.
3. The model was a simple merge of 40% Nex N2 Pro and 60% Qwen 3.5 without further training.
4. Model card readme was updated to admit that it was an Nex N2 Pro merge, while maintaining that additional training still took place, and they simply uploaded the wrong model. Then the previously uploaded model was removed from HF.
5. The final model got lost, "We tried to recover the final model, but it was not possible. It will be released only after the new training and all external validations are completed." So they'll have to redo it from scratch.

Taken as a whole, it reads like "We pocketed funding, delivered a fake result, were caught, and now promise to do the actual work."

Citations in thread 👇

Don't hate the messenger, but if I'm getting something wrong, do let me know below.

[𝗭𝗲𝗻 𝗠𝗮𝗴𝗻𝗲𝘁𝘀 @ZenMagnets]

Dear my Brazillion new followers, I really don't want to disappoint, but I think you should know that it looks like RIO 397b might've just been an effort to embezzle funds.

Timeline:
1. Model training received funding of R$500K (~$100K USD).
2. Initial model documentation claimed that it was a developed on top of Qwen 3.5 397b with further training and technological improvements.
3. The model was a simple merge of 40% Nex N2 Pro and 60% Qwen 3.5 without further training.
4. Model card readme was updated to admit that it was an Nex N2 Pro merge, while maintaining that additional training still took place, and they simply uploaded the wrong model. Then the previously uploaded model was removed from HF.
5. The final model got lost, "We tried to recover the final model, but it was not possible. It will be released only after the new training and all external validations are completed." So they'll have to redo it from scratch.

Taken as a whole, it reads like "We pocketed funding, delivered a fake result, were caught, and now promise to do the actual work."

Citations in thread 👇

Don't hate the messenger, but if I'm getting something wrong, do let me know below.

[Dan @Dansteam]

@ZenMagnets HAHAHAHA!!! LMAAAAOOO!!!

[Dan @Dansteam]

@LukeberryPi paperclip faz isso aí, de graça, já deve ter quase 1 ano

[TeAtualizei 🇧🇷👊🏻❤️ @taoquei1]

Mendonca esbofeteia Gilmar com luva de pelica!
Que momento!!!!
"Nao na minha relatoria"

[Dan @Dansteam]

@Centraldaitalia Mas esse é o motivo ahuahua

[Dan @Dansteam]

@nonoinvestidor O guri é o famoso perna

[Dan @Dansteam]

@CavaliereRio @manodeyvin @Prefeitura_Rio Cala a boca.

https://t.co/MjfKJgRL1o

[Nex @NexEcosystem]

The Rio 3.5 model broke the internet this week. The plot twist? It’s essentially our open-source model, Nex N2 Pro, wearing a different hat.

🤯 We analyzed the weights, and the recipe is exact: Rio 3.5 ≈ 0.6 * Nex N2 Pro + 0.4 * Qwen 3.5

It even literally introduces itself as "Nex N2 Pro" if you ask it without initial system prompt!

😂 We are flattered that the City of Rio used our work to achieve SOTA performance. Thanks for the ultimate benchmark validation.

🤝 But in the open-source world, attribution matters.
👇 Full mathematical proof & verify script in the first reply!

[Dan @Dansteam]

@NexEcosystem Well, it's Rio, you have been robbed. It's a normal thing.

[Nonô @nonoinvestidor]

É absolutamente INACREDITÁVEL ninguém da comissão técnica perceber que Casemiro e Raphinha não possuem a MENOR condição de serem titulares na seleção mais vencedora do mundo. É surreal isso. Surreal.

[Dan @Dansteam]

@osupernerd Governança, linters, o máximo de testes possíveis, e testes, e um pouco mais de testes também.

[Dan @Dansteam]

@VictorTaelin nahh, sry

[Dan @Dansteam]

@rileybrown @daytonaio NO FUCKING WAY!!!

[Dan @Dansteam]

@blognaointendo Já vendeu? 😂😂 tenho interesse

[Dan @Dansteam]

@Teknium Well, any time I update it, the installation fails

[Dan @Dansteam]

@Teknium how can I set localhost models into hermes app windows desktop? I want use gemma4 to save some tokens. Thanks in advance

[Não é o Léo Lins @leolinshumor]

- O Bolsonaro é o culpado pela farra do INSS
- Bora investigar então?
- Não

- O Bolsonaro é culpado pelo escândalo do Master
- Bora assinar a CPMI então?
- Não

- O Bolsonaro tem ligação com o CV e PCC
- Bora classificar como organizações terroristas então?
- Não

[Elon Musk @elonmusk]

Grok foundation model V9-Medium (1.5T) has finished training. Evals look good. A lot of Cursor data was added in supplementary training and there is more to come.

Fine-tuning is underway and reinforcement learning begins in a few days. 2 to 3 weeks to public release.

This will be a major improvement over the 0.5T v8-small that currently serves all Grok production traffic, especially for difficult coding tasks.

[Dan @Dansteam]

@ThiagoMot_ Paperclip, pls